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-rw-r--r--frontend/src/app/training/training.component.ts105
1 files changed, 0 insertions, 105 deletions
diff --git a/frontend/src/app/training/training.component.ts b/frontend/src/app/training/training.component.ts
deleted file mode 100644
index a0bec8e2..00000000
--- a/frontend/src/app/training/training.component.ts
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@@ -1,105 +0,0 @@
-import { Component, ElementRef, OnInit, ViewChild } from '@angular/core';
-import { ActivatedRoute } from '@angular/router';
-import Shared from '../Shared';
-import Experiment from '../_data/Experiment';
-import Model, { ProblemType } from '../_data/Model';
-import { MetricViewComponent } from '../_elements/metric-view/metric-view.component';
-import { ModelLoadComponent } from '../_elements/model-load/model-load.component';
-import { AuthService } from '../_services/auth.service';
-import { ExperimentsService } from '../_services/experiments.service';
-import { ModelsService } from '../_services/models.service';
-import { SignalRService } from '../_services/signal-r.service';
-
-@Component({
- selector: 'app-training',
- templateUrl: './training.component.html',
- styleUrls: ['./training.component.css']
-})
-export class TrainingComponent implements OnInit {
-
- @ViewChild(ModelLoadComponent) modelLoadComponent?: ModelLoadComponent;
- @ViewChild("trainButton") trainButtonRef!: ElementRef;
-
- @ViewChild(MetricViewComponent) metricViewComponent!: MetricViewComponent;
-
- myExperiments?: Experiment[];
- selectedExperiment?: Experiment;
- selectedModel?: Model;
-
- trainingResult: any;
-
- history: any[] = [];
-
- term: string = "";
-
- constructor(private modelsService: ModelsService, private route: ActivatedRoute, private experimentsService: ExperimentsService, private authService: AuthService, private signalRService: SignalRService) {
- }
-
- ngOnInit(): void {
- this.route.queryParams.subscribe(params => {
- let experimentId = this.route.snapshot.paramMap.get("id");
-
- this.fetchExperiments(experimentId);
-
- this.authService.loggedInEvent.subscribe(_ => {
- this.fetchExperiments(experimentId);
-
- this.signalRService.startConnection();
- });
-
- console.log(this.signalRService.hubConnection);
- if (this.signalRService.hubConnection) {
- this.signalRService.hubConnection.on("NotifyEpoch", (mName: string, mId: string, stat: string, totalEpochs: number, currentEpoch: number) => {
- console.log(this.selectedModel?._id, mId);
- if (this.selectedModel?._id == mId) {
- stat = stat.replace(/'/g, '"');
- this.trainingResult = JSON.parse(stat);
- //console.log('JSON', this.trainingResult);
- this.history.push(this.trainingResult);
- this.metricViewComponent.update(this.history);
- }
- });
- }
- });
- }
-
- fetchExperiments(andSelectWithId: string | null = '') {
- this.experimentsService.getMyExperiments().subscribe((experiments) => {
- this.myExperiments = experiments.reverse();
-
- this.selectedExperiment = this.myExperiments.filter(x => x._id == andSelectWithId)[0];
- if (this.modelLoadComponent)
- this.modelLoadComponent.newModel.type = this.selectedExperiment.type;
- });
- }
-
- selectThisExperiment(experiment: Experiment) {
- this.selectedExperiment = experiment;
- if (this.modelLoadComponent)
- this.modelLoadComponent.newModel.type = this.selectedExperiment.type;
- }
-
- selectModel(model: Model) {
- this.selectedModel = model;
- }
-
- trainModel() {
- this.trainingResult = undefined;
-
- if (this.selectedExperiment == undefined) {
- Shared.openDialog("Greška", "Molimo Vas da izaberete eksperiment iz kolekcije.");
- return;
- }
- if (this.selectedModel == undefined) {
- Shared.openDialog("Greška", "Molimo Vas da izaberete model.");
- return;
- }
- this.trainButtonRef.nativeElement.disabled = true;
- this.modelsService.trainModel(this.selectedModel._id, this.selectedExperiment._id).subscribe((response: any) => {
- //console.log('Train model complete!', response);
- this.trainButtonRef.nativeElement.disabled = false;
- Shared.openDialog("Obaveštenje", "Treniranje modela je počelo!");
- this.trainingResult = response;
- });
- }
-}